In essence we reconstruct the attractor by embedding it in an m-dimensional psuedo-state-space; the sequence of psuedo-states being for k = m , . . . , N .
Unfortunately, we typically do not know what embedding dimension to use. (Spurious results are frequently claimed through using too high an m.) We return to this difficulty later.